{"id":378,"date":"2018-09-25T15:37:22","date_gmt":"2018-09-25T15:37:22","guid":{"rendered":"https:\/\/utccismcc.utk.edu\/?p=378"},"modified":"2018-09-25T15:37:22","modified_gmt":"2018-09-25T15:37:22","slug":"social-volume-analysis-of-natural-disasters","status":"publish","type":"post","link":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/","title":{"rendered":"Social Volume Analysis of Natural Disasters"},"content":{"rendered":"<figure id=\"attachment_379\" aria-describedby=\"caption-attachment-379\" style=\"width: 864px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-379 size-full\" src=\"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-2.png\" alt=\"\" width=\"864\" height=\"789\" \/><figcaption id=\"caption-attachment-379\" class=\"wp-caption-text\">Radar imagery shows Hurricane Florence making landfall.<\/figcaption><\/figure>\n<p><em>Post written by <a href=\"https:\/\/utccismcc.utk.edu\/people\/graduate-assistant\/\">Cassandra Huang<\/a><\/em><\/p>\n<p>We heard many natural disasters recently all over the world. In the middle of this month, Hurricane Florence, a long-lived powerful storm, caused huge damage in the Carolinas. Last week, Typhoon Mangkhut, the strongest storm in the past two decades in southeast Asia, claimed more than thirty lives in China and the Philippines and nearly crushed Hong Kong. This week, Super Typhoon Trami in the western Pacific Ocean, one of the possible strongest typhoon of this year, is approaching Taiwan or southwestern Japan&#8217;s Ryukyu Islands.<\/p>\n<p>In the past few years, social media analysis has been applied to yield insights from people\u2019s real-time perceptions of a natural disaster. For example, <a href=\"http:\/\/www.aclweb.org\/anthology\/W12-2104\">Mandel, Culotta, Boulahanis, Stark, Lewis, &amp; Rodrigue (2012, June)<\/a>\u00a0examined over 650,000 Twitter posts in August 2011 when Hurricane Irene affected the US. They had an interesting research result that female were more likely to have tweets that concerned the disaster than males.<\/p>\n<p>How can we do this kind of analysis to examine social volume of a disaster? Social Studio can definitely help. As you can see below, Social Studio can analyze the change of the volume on social media platforms such as Twitter, and tell us when people post. For example, there were 1.1 million posts on Twitter related to Hurricane Florence during September 14 to 15, and the peak of posts was 10 am on September 14, which was around one hour before landfall.<\/p>\n<figure id=\"attachment_380\" aria-describedby=\"caption-attachment-380\" style=\"width: 864px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-380 size-full\" src=\"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-3.png\" alt=\"\" width=\"864\" height=\"474\" \/><figcaption id=\"caption-attachment-380\" class=\"wp-caption-text\">Timeline of Twitter posts during Hurricane Florence.<\/figcaption><\/figure>\n<p>And you can also examine what people mentioned the most in their posts, just like the example shows below:<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-382\" src=\"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-5.png\" alt=\"\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Post written by Cassandra Huang We heard many natural disasters recently all over the world. In the middle of this month, Hurricane Florence, a long-lived powerful storm, caused huge damage in the Carolinas. Last week, Typhoon Mangkhut, the strongest storm in the past two decades in southeast Asia, claimed more than thirty lives in China [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-378","post","type-post","status-publish","format-standard","hentry","category-absmcc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Social Volume Analysis of Natural Disasters - CCI Research &amp; Innovation Center<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Social Volume Analysis of Natural Disasters - CCI Research &amp; Innovation Center\" \/>\n<meta property=\"og:description\" content=\"Post written by Cassandra Huang We heard many natural disasters recently all over the world. In the middle of this month, Hurricane Florence, a long-lived powerful storm, caused huge damage in the Carolinas. Last week, Typhoon Mangkhut, the strongest storm in the past two decades in southeast Asia, claimed more than thirty lives in China [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/\" \/>\n<meta property=\"og:site_name\" content=\"CCI Research &amp; Innovation Center\" \/>\n<meta property=\"article:published_time\" content=\"2018-09-25T15:37:22+00:00\" \/>\n<meta name=\"author\" content=\"Hillary Tune\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Hillary Tune\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/\"},\"author\":{\"name\":\"Hillary Tune\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/#\\\/schema\\\/person\\\/569f000aca9fa12bba5f8ab96c17d08e\"},\"headline\":\"Social Volume Analysis of Natural Disasters\",\"datePublished\":\"2018-09-25T15:37:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/\"},\"wordCount\":287,\"image\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/utccismcc.utk.edu\\\/wp-content\\\/uploads\\\/sites\\\/50\\\/2018\\\/09\\\/Picture1-2.png\",\"articleSection\":[\"Adam Brown Social Media Command Center\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/\",\"url\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/\",\"name\":\"Social Volume Analysis of Natural Disasters - CCI Research &amp; Innovation Center\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/utccismcc.utk.edu\\\/wp-content\\\/uploads\\\/sites\\\/50\\\/2018\\\/09\\\/Picture1-2.png\",\"datePublished\":\"2018-09-25T15:37:22+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/#\\\/schema\\\/person\\\/569f000aca9fa12bba5f8ab96c17d08e\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#primaryimage\",\"url\":\"https:\\\/\\\/utccismcc.utk.edu\\\/wp-content\\\/uploads\\\/sites\\\/50\\\/2018\\\/09\\\/Picture1-2.png\",\"contentUrl\":\"https:\\\/\\\/utccismcc.utk.edu\\\/wp-content\\\/uploads\\\/sites\\\/50\\\/2018\\\/09\\\/Picture1-2.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/2018\\\/09\\\/25\\\/social-volume-analysis-of-natural-disasters\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Social Volume Analysis of Natural Disasters\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/#website\",\"url\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/\",\"name\":\"CCI Research &amp; Innovation Center\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/#\\\/schema\\\/person\\\/569f000aca9fa12bba5f8ab96c17d08e\",\"name\":\"Hillary Tune\",\"url\":\"https:\\\/\\\/cci.utk.edu\\\/ric\\\/author\\\/htune1\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Social Volume Analysis of Natural Disasters - CCI Research &amp; Innovation Center","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/","og_locale":"en_US","og_type":"article","og_title":"Social Volume Analysis of Natural Disasters - CCI Research &amp; Innovation Center","og_description":"Post written by Cassandra Huang We heard many natural disasters recently all over the world. In the middle of this month, Hurricane Florence, a long-lived powerful storm, caused huge damage in the Carolinas. Last week, Typhoon Mangkhut, the strongest storm in the past two decades in southeast Asia, claimed more than thirty lives in China [&hellip;]","og_url":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/","og_site_name":"CCI Research &amp; Innovation Center","article_published_time":"2018-09-25T15:37:22+00:00","author":"Hillary Tune","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Hillary Tune","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#article","isPartOf":{"@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/"},"author":{"name":"Hillary Tune","@id":"https:\/\/cci.utk.edu\/ric\/#\/schema\/person\/569f000aca9fa12bba5f8ab96c17d08e"},"headline":"Social Volume Analysis of Natural Disasters","datePublished":"2018-09-25T15:37:22+00:00","mainEntityOfPage":{"@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/"},"wordCount":287,"image":{"@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#primaryimage"},"thumbnailUrl":"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-2.png","articleSection":["Adam Brown Social Media Command Center"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/","url":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/","name":"Social Volume Analysis of Natural Disasters - CCI Research &amp; Innovation Center","isPartOf":{"@id":"https:\/\/cci.utk.edu\/ric\/#website"},"primaryImageOfPage":{"@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#primaryimage"},"image":{"@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#primaryimage"},"thumbnailUrl":"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-2.png","datePublished":"2018-09-25T15:37:22+00:00","author":{"@id":"https:\/\/cci.utk.edu\/ric\/#\/schema\/person\/569f000aca9fa12bba5f8ab96c17d08e"},"breadcrumb":{"@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#primaryimage","url":"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-2.png","contentUrl":"https:\/\/utccismcc.utk.edu\/wp-content\/uploads\/sites\/50\/2018\/09\/Picture1-2.png"},{"@type":"BreadcrumbList","@id":"https:\/\/cci.utk.edu\/ric\/2018\/09\/25\/social-volume-analysis-of-natural-disasters\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cci.utk.edu\/ric\/"},{"@type":"ListItem","position":2,"name":"Social Volume Analysis of Natural Disasters"}]},{"@type":"WebSite","@id":"https:\/\/cci.utk.edu\/ric\/#website","url":"https:\/\/cci.utk.edu\/ric\/","name":"CCI Research &amp; Innovation Center","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cci.utk.edu\/ric\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/cci.utk.edu\/ric\/#\/schema\/person\/569f000aca9fa12bba5f8ab96c17d08e","name":"Hillary Tune","url":"https:\/\/cci.utk.edu\/ric\/author\/htune1\/"}]}},"_links":{"self":[{"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/posts\/378","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/comments?post=378"}],"version-history":[{"count":0,"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/posts\/378\/revisions"}],"wp:attachment":[{"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/media?parent=378"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/categories?post=378"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cci.utk.edu\/ric\/wp-json\/wp\/v2\/tags?post=378"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}